Hidden Markov Models based intelligent health assessment and fault diagnosis of rolling element bearings

Y Qifeng, C Longsheng, MT Naeem - Plos one, 2024 - journals.plos.org
Hidden Markov Models (HMMs) have become an immensely popular tool for health
assessment and fault diagnosis of rolling element bearings. The advantages of an HMM …

Vibration and acoustics analyses of tapered roller bearing

AK Ansari, P Kumar - Journal of Vibration Engineering & Technologies, 2024 - Springer
This paper describes the experimental and statistical methods to analyse the tapered roller
bearing system. Operating speed and radial loads are the essential process variables for …

Hidden Markov Model for Hard Disk Drive Failure Detection

A Harish, G Prakash, RR Nair, VB Iyer… - … in Technology and …, 2024 - ieeexplore.ieee.org
Understanding disk failures is crucial for both disk manufacturers and users, enabling the
production of more dependable disk drives and the establishment of robust storage systems …

An Hmm-Based On-Line Fault Detection and Diagnosis Model for Underwater Gliders

G Wang, Y Zhou, T Yue, J Wu, M Yang… - Available at SSRN … - papers.ssrn.com
The underwater glider (UG) is a deep-sea measurement system where fault detection and
diagnosis (FDD) are essential to ensure its robustness in data acquisition tasks. Most …